US8416729B2 - Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks - Google Patents
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/022—Site diversity; Macro-diversity
- H04B7/026—Co-operative diversity, e.g. using fixed or mobile stations as relays
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/155—Ground-based stations
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/155—Ground-based stations
- H04B7/15528—Control of operation parameters of a relay station to exploit the physical medium
- H04B7/15542—Selecting at relay station its transmit and receive resources
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/50—Allocation or scheduling criteria for wireless resources
- H04W72/535—Allocation or scheduling criteria for wireless resources based on resource usage policies
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/08—Access point devices
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/02—Communication route or path selection, e.g. power-based or shortest path routing
- H04W40/22—Communication route or path selection, e.g. power-based or shortest path routing using selective relaying for reaching a BTS [Base Transceiver Station] or an access point
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/02—Terminal devices
- H04W88/04—Terminal devices adapted for relaying to or from another terminal or user
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Definitions
- relaying timeslots which directly affects the performance of user cooperation for both adaptive and non-adaptive networks, is investigated over existing frame structures so that user cooperation can be enabled in conventional networks without significant modification.
- multiple relays can be supported in different timeslots concurrently with other transmissions through interference cancellation and scheduling, and the selection of corresponding optimal relays and allocation of optimal power are derived herein.
- the downlink throughput can be optimized under two commonly adopted cooperation protocols, AF and DF, with different fairness concerns.
- the optimal placement of relaying timeslots in conventional frame structure is also determined so that user cooperation can be easily incorporated into existing systems, in contrast to systems where an additional timeslot is dedicated to message relaying. Multiple relay users are considered and the corresponding optimal relay selection and power allocation are derived for a given destination.
- R i target ⁇ max ⁇ j ⁇ ⁇ n ( i ) ⁇ ⁇ R ⁇ ( SNR j ) for any given ⁇ n (i) , which further implies that the maximum rate R i DF achieved by the DF protocol for user i is upper-bounded by
- the AF protocol always provides a cooperation gain because message detection is done only after combining the signals received from both the direct and relayed paths.
- the maximum system throughput is achieved when the equivalent SNR in Eqn. 7 is maximized. That is, the problem can be formulated as
- Attractive gain can still be achieved for clusters near the basestation where over 25% gain is obtained for clusters at 250 m and about 10% for the 100 m ones.
- the capacity gap from the max-throughput scheduling is greatly reduced. There may be occasions where one user is used as relay more frequently. However, since bandwidth is often a bigger issue than power in a cellular network, this short-term fairness should be tolerable while the long-term fairness can still be maintained as channels fluctuate.
- FIG. 8 demonstrates the effect of different placement of relaying timeslots.
- curves 830 and 840 represent the UAR and TSR performance, respectively.
- curves 832 , 842 , curves 834 , 844 and curves 846 , 846 represent UAR and TSR performance, respectively. It can be observed, for each distance and set of curves, that the UAR approach is significantly better than the TSR one. When max-throughput scheduling is considered, TSR performs even worse than the non-cooperative counterpart, as can be predicted using Eqn. 9.
- subscriber corporate network 1240 may be connected to GGSN 1224 via firewall 1232 ; and PLMN 1245 is connected to GGSN 1224 via boarder gateway router 1234 .
- the Remote Authentication Dial-In User Service (“RADIUS”) server 1242 may be used for caller authentication when a user of a mobile cellular device calls corporate network 1240 .
- RADIUS Remote Authentication Dial-In User Service
- the claimed subject matter can partly be implemented via an operating system, for use by a developer of services for a device or object, and/or included within application software that operates in connection with one or more components of the claimed subject matter.
- Software may be described in the general context of computer-executable instructions, such as program modules, being executed by one or more computers, such as clients, servers, mobile devices, or other devices.
- computers such as clients, servers, mobile devices, or other devices.
- the claimed subject matter can also be practiced with other computer system configurations and protocols, where non-limiting implementation details are given.
- an example of a remote device for implementing various aspects described herein includes a general purpose computing device in the form of a computer 1310 .
- Components of computer 1310 can include, but are not limited to, a processing unit 1320 , a system memory 1330 , and a system bus 1321 that couples various system components including the system memory to the processing unit 1320 .
- the system bus 1321 can be any of several types of bus structures including a memory bus or memory controller, a peripheral bus, and a local bus using any of a variety of bus architectures.
- a user can enter commands and information into the computer 1310 through input devices such as a keyboard or a pointing device such as a mouse, trackball, touch pad, and/or other pointing device.
- Other input devices can include a microphone, joystick, game pad, satellite dish, scanner, or the like.
- These and/or other input devices can be connected to the processing unit 1320 through user input 1340 and associated interface(s) that are coupled to the system bus 1321 , but can be connected by other interface and bus structures, such as a parallel port, game port or a universal serial bus (USB).
- a graphics subsystem can also be connected to the system bus 1321 .
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Abstract
Description
(S−i)y i=√{square root over (|h i|2 P S)}x i +n i Eqn. 1
(S−j−i)y j,i=√{square root over (|h j,i|2 P j (R))}{circumflex over (x)} j,i +n j,i Eqn. 2
where hi and hj,i, capture the equivalent fading, including both large-scale and small-scale fading, experienced by the direct path (S−i) and inter-user (S−j−i) channels. ni and nj,i are the background additive white Gaussian noise (AWGN) terms with variance No/2 per complex dimension.
{circumflex over (x)} j,i=(√{square root over (|h j|2 P S)}x i +n j)/√{square root over (|h j|2 P S +N o)}. Eqn. 3
where SNRj specifies the received signal-to-noise ratio (SNR) of the (S−j) basestation-relay channel and {circumflex over (n)}j is a normalized AWGN term. From Eqn. 4, the SNR of the relayed path (S−j−i) can then be expressed as
where
Therefore, the SNR of the relayed path is upper-bounded by
0<SNRj,i (R)<min(SNRj,SNRj,i) Eqn. 6
which essentially specifies the bottleneck of the protocol. In general, when multiple relays are used, the relayed paths and the direct path can be combined using maximum-ratio combining (MRC) and the equivalent SNR of the AF protocol is therefore
in a K-user system with ρj,i=1 referring to the case where user j acts as a relay for user i and ρj,i=0 otherwise.
where I(.) is an indicator function and SNR(Ri target) refers to the minimum receive SNR required for supporting the target rate Ri target. We note that the actual throughput of the DF protocol may be smaller than that corresponding to the equivalent SNR specified in Eqn. 8. Additional details regarding the AF and DF protocols may also become apparent upon reviewing the description pertaining to the various embodiments discussed below.
where c is the number of sub-slots a timeslot is divided into for a general TSR strategy.
y k UL=√{square root over (|h k|2 P k)}x k UL +g(√{square root over (|h j|2 P j (R))}x i)+n S Eqn. 10a
where g(√{square root over (|hj|2Pj (R))}xi) represents the interference received from
y k UL=√{square root over (|h k|2 P k)}x k UL +n S Eqn. 10b
y k DL=√{square root over (|h k|2 P S)}x k +g(√{square root over (|h j,k|2 P j (R))}x i)+n k Eqn. 11
where g(√{square root over (|hj,k|2Pj (R))}xi) represents the resultant partial interference after some filtering process converting the received analog messages into the digital domain. As user k does not have the information of xi, Pj (R) and hj,k, the interference cannot be eliminated. However, with proper scheduling, signaling and introduction of a guard interval, the missing information can be obtained by user k and a similar interference cancellation technique can be adopted in DAR as well.
TABLE 1 |
Comparison of the Three Potential Relaying Timeslots Positions |
Interferences |
Cooperation | to concurrent | to relayed | ||
Gain | transmission | message | ||
Timeslot- | Low | Partially, | Partially, | ||
Splitting | significantly | improved by | |||
Relaying | improved by | scheduling | |||
scheduling | |||||
Downlink- | High | largely | Severe, | ||
Assisted | improved by | improved by | |||
Relaying | scheduling | scheduling | |||
Uplink- | High | Completely | Largely | ||
Assisted | eliminated | improved by | |||
Relaying | (with a small | scheduling | |||
extra noise | |||||
term for AF) | |||||
for any given φn (i), which further implies that the maximum rate Ri DF achieved by the DF protocol for user i is upper-bounded by
which is the same as that in a non-cooperative network.
which represents the equivalent SNR for the relayed path (S−j−i) in the mth relay channel. The objective can be written as
ƒj,i m′ is the derivative with respect to Pj (R),m and Ω is the common parameter among all the m relay channels to be adjusted such that the total power constraint in Eqn. 15c is satisfied. The larger Ω is, the smaller the power allocated given a set of selected users.
Claims (38)
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US12/037,974 US8416729B2 (en) | 2007-03-10 | 2008-02-27 | Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks |
KR1020097018962A KR101244553B1 (en) | 2007-03-10 | 2008-02-28 | Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks |
CN2008800078386A CN101702965B (en) | 2007-03-10 | 2008-02-28 | Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks |
PCT/IB2008/000837 WO2008110924A2 (en) | 2007-03-10 | 2008-02-28 | Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks |
EP08762684.2A EP2122852B1 (en) | 2007-03-10 | 2008-02-28 | Optimizing downlink throughput with user cooperation and scheduling in adaptive cellular networks |
JP2009552293A JP5417183B2 (en) | 2007-03-10 | 2008-02-28 | A method for optimizing downlink throughput using user cooperation and scheduling in adaptive cellular networks |
JP2012247414A JP5433767B2 (en) | 2007-03-10 | 2012-11-09 | A method for optimizing downlink throughput using user cooperation and scheduling in adaptive cellular networks |
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